COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[125]:

Currently data as of date: 2020-10-21T17:00:00

 

What's in the original dataframe?

Out[126]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note']

Out[127]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... variazione_totale_positivi nuovi_positivi dimessi_guariti deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note
5056 2020-10-21T17:00:00 ITA 19 Sicilia 38.115697 13.362357 565 83 648 7202 ... 353 562 5551 389 8879.0 4911.0 13790 614264 437540.0 NaN
5057 2020-10-21T17:00:00 ITA 9 Toscana 43.769231 11.255889 503 76 579 11660 ... 693 866 12006 1221 20011.0 5455.0 25466 950782 639007.0 NaN
5058 2020-10-21T17:00:00 ITA 10 Umbria 43.106758 12.388247 152 20 172 2783 ... 280 350 2403 95 2183.0 3270.0 5453 262392 154074.0 NaN
5059 2020-10-21T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 42 5 47 784 ... 106 111 1155 146 1913.0 219.0 2132 35990 23483.0 NaN
5060 2020-10-21T17:00:00 ITA 5 Veneto 45.434905 12.338452 439 56 495 10938 ... 1177 1422 24550 2282 23338.0 14927.0 38265 2178114 849385.0 NaN

5 rows × 21 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[128]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives NewPositives Recovered Deaths Diagnostico Screening TotalCases NoOfTests casi_testati note Pop
Date
2020-10-17 2020-10-17 Veneto 45.434905 12.338452 328 43 371 8369 8740 602 774 24064 2247 22758.0 12293.0 35051 2135650 832701.0 NaN 4905854
2020-10-18 2020-10-18 Veneto 45.434905 12.338452 378 44 422 9003 9425 685 800 24170 2256 22849.0 13002.0 35851 2145935 836440.0 NaN 4905854
2020-10-19 2020-10-19 Veneto 45.434905 12.338452 396 44 440 9405 9845 420 502 24253 2255 22902.0 13451.0 36353 2150361 838391.0 NaN 4905854
2020-10-20 2020-10-20 Veneto 45.434905 12.338452 459 51 510 9746 10256 411 490 24319 2268 22987.0 13856.0 36843 2158487 841548.0 NaN 4905854
2020-10-21 2020-10-21 Veneto 45.434905 12.338452 439 56 495 10938 11433 1177 1422 24550 2282 23338.0 14927.0 38265 2178114 849385.0 NaN 4905854

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together